In many applications, the biggest or smallest values of a sample are of particular relevance. For example, in finance and insurance - particular in risk assessment and management - many decisions have to be based on the behavior of extreme values. Likewise, extreme value theory is of utmost importance in areas like ecology, hydrology, and climatology.